Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9588299 0.9630200 0.9965173 0.9652937
bt 0.9523294 0.8244114 0.9924974 0.9531918
maxnet 0.6424702 0.9281867 0.7949190 0.4863167
gam NA NA 0.8140467 NA
glm NA NA 0.7398959 NA

Variable Importance